diff --git a/machine learning/azure-machine-learning-samples/Pipfile.lock b/machine learning/azure-machine-learning-samples/Pipfile.lock
index f905af9..4f44a33 100644
--- a/machine learning/azure-machine-learning-samples/Pipfile.lock	
+++ b/machine learning/azure-machine-learning-samples/Pipfile.lock	
@@ -18,10 +18,10 @@
     "default": {
         "adal": {
             "hashes": [
-                "sha256:7492aff8f0ba7dd4e1c477303295c645141540fff34c3ca6de0a0b0e6c1c122a",
-                "sha256:8003ba03ef04170195b3eddda8a5ab43649ef2c5f0287023d515affb1ccfcfc3"
+                "sha256:2a7451ed7441ddbc57703042204a3e30ef747478eea022c70f789fc7f084bc3d",
+                "sha256:d74f45b81317454d96e982fd1c50e6fb5c99ac2223728aea8764433a39f566f1"
             ],
-            "version": "==1.2.5"
+            "version": "==1.2.7"
         },
         "azure-ai-formrecognizer": {
             "hashes": [
@@ -95,17 +95,17 @@
         },
         "azure-common": {
             "hashes": [
-                "sha256:acd26b2adb3ea192d766b4f083805287da080adc7f316ce7e52ef0ea917fbe31",
-                "sha256:b2866238aea5d7492cfb0282fc8b8d5f6d06fb433872345864d45753c10b6e4f"
+                "sha256:426673962740dbe9aab052a4b52df39c07767decd3f25fdc87c9d4c566a04934",
+                "sha256:9f3f5d991023acbd93050cf53c4e863c6973ded7e236c69e99c8ff5c7bad41ef"
             ],
-            "version": "==1.1.26"
+            "version": "==1.1.27"
         },
         "azure-core": {
             "hashes": [
-                "sha256:a4db9e64fc0de9d19d004d6b3b908459aa7d9cb6730734c485f738cb56a1ef27",
-                "sha256:ef8ae93a2ce8b595f231395579be11aadc1838168cbc2582e2d0bbd8b15c461f"
+                "sha256:25407390dde142d3e41ecf78bb18cedda9b7f7a0af558d082dec711c4a334f46",
+                "sha256:906e031a8241fe0794ec4137aca77a1aeab2ebde5cd6049c377d05cb6b87b691"
             ],
-            "version": "==1.9.0"
+            "version": "==1.17.0"
         },
         "azure-graphrbac": {
             "hashes": [
@@ -130,10 +130,17 @@
         },
         "azure-mgmt-containerregistry": {
             "hashes": [
-                "sha256:7de7c542e29b441f3858447694c4e5ab933eeef74bce2dd5bdab32b6d521ecd3",
-                "sha256:b24be1050d54f3158e8be7f6ad677f0c8888dddefd09fb8391ebfc73d40173a4"
+                "sha256:62efbb03275d920894d79879ad0ed59605163abd32177dcf24e90c1862ebccbd",
+                "sha256:78dea71a1b4ccb98e085f47ed8b31825fd3a83a3600fad497d59254204955755"
             ],
-            "version": "==2.8.0"
+            "version": "==8.1.0"
+        },
+        "azure-mgmt-core": {
+            "hashes": [
+                "sha256:3ffb7352b39e5495dccc2d2b47254f4d82747aff4735e8bf3267c335b0c9bb40",
+                "sha256:7b7fa952aeb9d3eaa13eff905880f3d3b62200f7be7a8ba5a50c8b2e7295322a"
+            ],
+            "version": "==1.3.0"
         },
         "azure-mgmt-keyvault": {
             "hashes": [
@@ -144,10 +151,10 @@
         },
         "azure-mgmt-resource": {
             "hashes": [
-                "sha256:719842002bd4f9558e501a088977f6d784059ca53a0f70404aa528614e9aa823",
-                "sha256:8779e27fae0e81e9128789a33924dba26f2a0d756b215364b1b4372f020b9f1f"
+                "sha256:1a2c96a026e8ba434d430c7f179ce1e96bf3ce389b53ac96b74c13162426461c",
+                "sha256:c3c2d4f3ad1fb42a05c0255364e2cfdb2d2bbecedc94cddc2443e7fde9163ce4"
             ],
-            "version": "==12.0.0"
+            "version": "==13.0.0"
         },
         "azure-mgmt-storage": {
             "hashes": [
@@ -253,51 +260,60 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
-                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
+                "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee",
+                "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"
             ],
-            "version": "==2020.12.5"
+            "version": "==2021.5.30"
         },
         "cffi": {
             "hashes": [
-                "sha256:00a1ba5e2e95684448de9b89888ccd02c98d512064b4cb987d48f4b40aa0421e",
-                "sha256:00e28066507bfc3fe865a31f325c8391a1ac2916219340f87dfad602c3e48e5d",
-                "sha256:045d792900a75e8b1e1b0ab6787dd733a8190ffcf80e8c8ceb2fb10a29ff238a",
-                "sha256:0638c3ae1a0edfb77c6765d487fee624d2b1ee1bdfeffc1f0b58c64d149e7eec",
-                "sha256:105abaf8a6075dc96c1fe5ae7aae073f4696f2905fde6aeada4c9d2926752362",
-                "sha256:155136b51fd733fa94e1c2ea5211dcd4c8879869008fc811648f16541bf99668",
-                "sha256:1a465cbe98a7fd391d47dce4b8f7e5b921e6cd805ef421d04f5f66ba8f06086c",
-                "sha256:1d2c4994f515e5b485fd6d3a73d05526aa0fcf248eb135996b088d25dfa1865b",
-                "sha256:2c24d61263f511551f740d1a065eb0212db1dbbbbd241db758f5244281590c06",
-                "sha256:51a8b381b16ddd370178a65360ebe15fbc1c71cf6f584613a7ea08bfad946698",
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-                "sha256:5cf4be6c304ad0b6602f5c4e90e2f59b47653ac1ed9c662ed379fe48a8f26b0c",
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-                "sha256:6bc25fc545a6b3d57b5f8618e59fc13d3a3a68431e8ca5fd4c13241cd70d0009",
-                "sha256:798caa2a2384b1cbe8a2a139d80734c9db54f9cc155c99d7cc92441a23871c03",
-                "sha256:7c6b1dece89874d9541fc974917b631406233ea0440d0bdfbb8e03bf39a49b3b",
-                "sha256:840793c68105fe031f34d6a086eaea153a0cd5c491cde82a74b420edd0a2b909",
-                "sha256:8d6603078baf4e11edc4168a514c5ce5b3ba6e3e9c374298cb88437957960a53",
-                "sha256:9cc46bc107224ff5b6d04369e7c595acb700c3613ad7bcf2e2012f62ece80c35",
-                "sha256:9f7a31251289b2ab6d4012f6e83e58bc3b96bd151f5b5262467f4bb6b34a7c26",
-                "sha256:9ffb888f19d54a4d4dfd4b3f29bc2c16aa4972f1c2ab9c4ab09b8ab8685b9c2b",
-                "sha256:a5ed8c05548b54b998b9498753fb9cadbfd92ee88e884641377d8a8b291bcc01",
-                "sha256:a7711edca4dcef1a75257b50a2fbfe92a65187c47dab5a0f1b9b332c5919a3fb",
-                "sha256:af5c59122a011049aad5dd87424b8e65a80e4a6477419c0c1015f73fb5ea0293",
-                "sha256:b18e0a9ef57d2b41f5c68beefa32317d286c3d6ac0484efd10d6e07491bb95dd",
-                "sha256:b4e248d1087abf9f4c10f3c398896c87ce82a9856494a7155823eb45a892395d",
-                "sha256:ba4e9e0ae13fc41c6b23299545e5ef73055213e466bd107953e4a013a5ddd7e3",
-                "sha256:c6332685306b6417a91b1ff9fae889b3ba65c2292d64bd9245c093b1b284809d",
-                "sha256:d5ff0621c88ce83a28a10d2ce719b2ee85635e85c515f12bac99a95306da4b2e",
-                "sha256:d9efd8b7a3ef378dd61a1e77367f1924375befc2eba06168b6ebfa903a5e59ca",
-                "sha256:df5169c4396adc04f9b0a05f13c074df878b6052430e03f50e68adf3a57aa28d",
-                "sha256:ebb253464a5d0482b191274f1c8bf00e33f7e0b9c66405fbffc61ed2c839c775",
-                "sha256:ec80dc47f54e6e9a78181ce05feb71a0353854cc26999db963695f950b5fb375",
-                "sha256:f032b34669220030f905152045dfa27741ce1a6db3324a5bc0b96b6c7420c87b",
-                "sha256:f60567825f791c6f8a592f3c6e3bd93dd2934e3f9dac189308426bd76b00ef3b",
-                "sha256:f803eaa94c2fcda012c047e62bc7a51b0bdabda1cad7a92a522694ea2d76e49f"
-            ],
-            "version": "==1.14.4"
+                "sha256:06c54a68935738d206570b20da5ef2b6b6d92b38ef3ec45c5422c0ebaf338d4d",
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+                "sha256:22b9c3c320171c108e903d61a3723b51e37aaa8c81255b5e7ce102775bd01e2c",
+                "sha256:26bb2549b72708c833f5abe62b756176022a7b9a7f689b571e74c8478ead51dc",
+                "sha256:33791e8a2dc2953f28b8d8d300dde42dd929ac28f974c4b4c6272cb2955cb762",
+                "sha256:3c8d896becff2fa653dc4438b54a5a25a971d1f4110b32bd3068db3722c80202",
+                "sha256:4373612d59c404baeb7cbd788a18b2b2a8331abcc84c3ba40051fcd18b17a4d5",
+                "sha256:487d63e1454627c8e47dd230025780e91869cfba4c753a74fda196a1f6ad6548",
+                "sha256:48916e459c54c4a70e52745639f1db524542140433599e13911b2f329834276a",
+                "sha256:4922cd707b25e623b902c86188aca466d3620892db76c0bdd7b99a3d5e61d35f",
+                "sha256:55af55e32ae468e9946f741a5d51f9896da6b9bf0bbdd326843fec05c730eb20",
+                "sha256:57e555a9feb4a8460415f1aac331a2dc833b1115284f7ded7278b54afc5bd218",
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+                "sha256:64fda793737bc4037521d4899be780534b9aea552eb673b9833b01f945904c2e",
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+                "sha256:ba6f2b3f452e150945d58f4badd92310449876c4c954836cfb1803bdd7b422f0",
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+                "sha256:c9a875ce9d7fe32887784274dd533c57909b7b1dcadcc128a2ac21331a9765dd",
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+                "sha256:d2ad4d668a5c0645d281dcd17aff2be3212bc109b33814bbb15c4939f44181cc",
+                "sha256:d950695ae4381ecd856bcaf2b1e866720e4ab9a1498cba61c602e56630ca7195",
+                "sha256:e22dcb48709fc51a7b58a927391b23ab37eb3737a98ac4338e2448bef8559b33",
+                "sha256:e8c6a99be100371dbb046880e7a282152aa5d6127ae01783e37662ef73850d8f",
+                "sha256:e9dc245e3ac69c92ee4c167fbdd7428ec1956d4e754223124991ef29eb57a09d",
+                "sha256:eb687a11f0a7a1839719edd80f41e459cc5366857ecbed383ff376c4e3cc6afd",
+                "sha256:eb9e2a346c5238a30a746893f23a9535e700f8192a68c07c0258e7ece6ff3728",
+                "sha256:ed38b924ce794e505647f7c331b22a693bee1538fdf46b0222c4717b42f744e7",
+                "sha256:f0010c6f9d1a4011e429109fda55a225921e3206e7f62a0c22a35344bfd13cca",
+                "sha256:f0c5d1acbfca6ebdd6b1e3eded8d261affb6ddcf2186205518f1428b8569bb99",
+                "sha256:f10afb1004f102c7868ebfe91c28f4a712227fe4cb24974350ace1f90e1febbf",
+                "sha256:f174135f5609428cc6e1b9090f9268f5c8935fddb1b25ccb8255a2d50de6789e",
+                "sha256:f3ebe6e73c319340830a9b2825d32eb6d8475c1dac020b4f0aa774ee3b898d1c",
+                "sha256:f627688813d0a4140153ff532537fbe4afea5a3dffce1f9deb7f91f848a832b5",
+                "sha256:fd4305f86f53dfd8cd3522269ed7fc34856a8ee3709a5e28b2836b2db9d4cd69"
+            ],
+            "version": "==1.14.6"
         },
         "chardet": {
             "hashes": [
@@ -317,31 +333,31 @@
         },
         "contextlib2": {
             "hashes": [
-                "sha256:01f490098c18b19d2bd5bb5dc445b2054d2fa97f09a4280ba2c5f3c394c8162e",
-                "sha256:3355078a159fbb44ee60ea80abd0d87b80b78c248643b49aa6d94673b413609b"
+                "sha256:3fbdb64466afd23abaf6c977627b75b6139a5a3e8ce38405c5b413aed7a0471f",
+                "sha256:ab1e2bfe1d01d968e1b7e8d9023bc51ef3509bba217bb730cee3827e1ee82869"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.6.0.post1"
+            "markers": "python_version >= '3.6'",
+            "version": "==21.6.0"
         },
         "cryptography": {
             "hashes": [
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+                "sha256:3d8427734c781ea5f1b41d6589c293089704d4759e34597dce91014ac125aad1",
+                "sha256:7ec5d3b029f5fa2b179325908b9cd93db28ab7b85bb6c1db56b10e0b54235177",
+                "sha256:8e56e16617872b0957d1c9742a3f94b43533447fd78321514abbe7db216aa250",
+                "sha256:b01fd6f2737816cb1e08ed4807ae194404790eac7ad030b34f2ce72b332f5586",
+                "sha256:bf40af59ca2465b24e54f671b2de2c59257ddc4f7e5706dbd6930e26823668d3",
+                "sha256:de4e5f7f68220d92b7637fc99847475b59154b7a1b3868fb7385337af54ac9ca",
+                "sha256:eb8cc2afe8b05acbd84a43905832ec78e7b3873fb124ca190f574dca7389a87d",
+                "sha256:ee77aa129f481be46f8d92a1a7db57269a2f23052d5f2433b4621bb457081cc9"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==3.3.1"
+            "version": "==3.4.7"
         },
         "cycler": {
             "hashes": [
@@ -352,27 +368,27 @@
         },
         "distro": {
             "hashes": [
-                "sha256:0e58756ae38fbd8fc3020d54badb8eae17c5b9dcbed388b17bb55b8a5928df92",
-                "sha256:df74eed763e18d10d0da624258524ae80486432cd17392d9c3d96f5e83cd2799"
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+                "sha256:c8713330ab31a034623a9515663ed87696700b55f04556b97c39cd261aa70dc7"
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-            "version": "==1.5.0"
+            "version": "==1.6.0"
         },
         "docker": {
             "hashes": [
-                "sha256:0604a74719d5d2de438753934b755bfcda6f62f49b8e4b30969a4b0a2a8a1220",
-                "sha256:e455fa49aabd4f22da9f4e1c1f9d16308286adc60abaf64bf3e1feafaed81d06"
+                "sha256:3e8bc47534e0ca9331d72c32f2881bb13b93ded0bcdeab3c833fb7cf61c0a9a5",
+                "sha256:fc961d622160e8021c10d1bcabc388c57d55fb1f917175afbe24af442e6879bd"
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==4.4.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==5.0.0"
         },
         "dotnetcore2": {
             "hashes": [
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@@ -384,11 +400,11 @@
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-            "version": "==3.4.0"
+            "version": "==4.6.3"
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@@ -399,11 +415,11 @@
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@@ -415,11 +431,11 @@
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@@ -492,10 +508,10 @@
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@@ -506,10 +522,10 @@
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@@ -528,51 +544,45 @@
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-            "version": "==3.1.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==3.1.1"
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@@ -599,10 +609,10 @@
         },
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@@ -647,7 +657,7 @@
                 "sha256:34cb36c618d88bcd9079beb36dcdc1848a3e3d92ac4eac59055bdeafc39f9d4a",
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-            "markers": "platform_system == 'Windows'",
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             "version": "==1.7.1"
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         "pyasn1": {
@@ -703,36 +713,18 @@
         },
         "python-dateutil": {
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@@ -752,105 +744,97 @@
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@@ -859,48 +843,41 @@
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@@ -911,11 +888,11 @@
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@@ -925,14 +902,6 @@
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@@ -943,39 +912,39 @@
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